Artificial Intelligence & Machine Learning in the Arts
Course Introduction
Overview
Video: What is Artificial Intelligence?
Recommended Software
Readings
Data
Data: Scrubbing, Scraping & Crawling
Video: Data Mining with APIs
Research Springboard
Algorithms I
Algorithms I: Classification
Video: Classification with k-Nearest Neighbor
Research Springboard
Bias
Bias: The Elephant In The Machine
Video: Bias In, Bias Out
Research Springboard
Algorithms II
Algorithms II: Regression
Video: Exploring Regression For Use In Interactive Media
Research Springboard
Algorithms III
Algorithms III: Markov Chains
Video: ML In Music with Markov Chains And MIDI
Research Springboard
Skills for ML
Skills I: Building Foundational Knowledge For ML
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Video: What is Artificial Intelligence?
Artificial Intelligence & Machine Learning in the Arts
Video: What is Artificial Intelligence?
https://vimeo.com/505836378
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